#!/usr/bin/env python3
"""
RAG引擎模块
包含本地多模态大模型、嵌入管理器、向量存储等核心组件
"""

from .local_llm import local_llm_manager, Qwen25VL
from .embedding_manager import EmbeddingManager, LocalEmbedding
from .vector_store import VectorStoreManager
from .rag_chain import RAGEngine

__version__ = "1.0.0"
__author__ = "RAG Team"

__all__ = [
    "local_llm_manager",
    "Qwen25VL", 
    "EmbeddingManager",
    "LocalEmbedding",
    "VectorStoreManager",
    "RAGEngine"
]